AI	Artificial intelligence
AD	Alzheimer’s disease
HCM	Hypertrophic cardiomyopathy
ECG	Electrocardiogram
EEG	Electroencephalograms
CT	Computed tomography
MRI	Magnetic resonance imaging
PET	Positron emission tomography
SVM	Support vector machine
RNN	Recurrent neural network
CNN	Convolutional neural network
ADNI	Alzheimer’s disease neuroimaging initiative
UKB	United kingdom biobank
TCGA	The cancer genome atlas
BUSI	Breast ultrasound images
GEO	Gene expression omnibus
HCM	Hypertrophic cardiomyopathy
WHO	World health organization
SCD	Sunnybrook cardiac data
ACDC	Automated cardiac diagnosis challenge
DAIC-WOZ	Distress analysis interview corpus-wizard of OZ
MODMA	Multi-modal open dataset for mental-disorder analysis
WHO	World health organization
DICOM	Digital imaging and communications in medicine
PNG	Portable network graphics
ICA	Independent component analysis
DWT	Discrete wavelet transform
RFE	Recursive feature elimination
PCA	Principal component analysis
LDA	Linear discriminant analysis
CRF	Conditional random fields
LR	Logistic Regression
NB	Naive bayes
DT	Decision tree
LSTM	Long short-term memory
LM	Large Model
GPT	Generative re-trained transformer
PaLM	Pathways Language Model
SAM	Segment Anything Model
GLM	General Language Model
TP	True Positive
FP	False Positive
TN	True Negative
FN	False Negative
ACC	Accuracy
Sen	Sensitivity
Sp	Specificity
P	Precision
AUC-ROC	Area Under the ROC Curve
TPR	True Positive Rate
FPR	False Positive Rate
H-FCN	Hierarchical Fully Convolutional Network
MIL	Multiple Instance Learning
MCI	Mild Cognitive Impairment
CN	Cognitively normal
GRU	Gated Recurrent Unit
MLP	Multilayer Perceptrons
ASR	Automatic Speech Recognition
MM-SDPN	Multi-modal Stacked Denoising Predictive Network
RVFL	Random Vector Functional Link
SNP	Single nucleotide polymorphism
MAADf	Multi-modal AD diagnostic framework
CAD	Computer-Aided Diagnosis
NN	Neural Network
BF	Benign Fibroadenom
BPT	Benign Phyllodes Tumor
BTA	Benign Tubular Adenoma
MDC	Malignant Ductal Carcinoma
MLC	Malignant Lobular Carcinoma
MMC	Malignant Mucinous Carcinoma
MPC	Malignant Papillary Carcinoma
LASSO	Least Absolute Shrinkage and Selection Operation
RFE	Recursive Feature Elimination
mRNA	Maximum Relevance Minimum Redundancy
BUSI	Breast Ultrasound Images
EDLCDS-BCD	Integrated Deep Learning Clinical Decision Support System
USI	Ultrasound image
CKHA	Chaos Krill Herd Algorithm
CSO	Cat Swarm Optimization
LLM	Large Language Model
ELRDD	Ensemble Logistic Regression Model for Depression Detection
SR	Speaker Recognition
SER	Speech Emotion Recognition
AMI	Asymmetry Matrix Image
HFD	Higuchi’s fractal dimension
SampEn	sample entropy
EM	Eye movement
VLDSP	Volume Local Directional Structure Pattern
DCNN	Deep convolutional neural networks
DNN	Deep neural network
Bi-LSTM	bidirectional long short-term memory
ZCR	Zero crossing rate
MFCC	mel frequency cepstral coefficient
LPC	linear prediction coefficient
LSP	line spectrum pair
PLP	perceptual linear prediction coefficient
LPF	Low profile filtered signal
LPR	Linear Prediction Residual Signal
HFVS	Homomorphically filtered speech source signal
ZFF	Zero frequency filtered signal
PTB	Physiobank
CVD	Cardiovascular Diseases
HCM	Hypertrophic Cardiomyopathy
IoMT	Internet of Things
Rec-CONVnet	Recurrent CONVolutional neural network
SWCDTO	Social Water Cycle Driving Training Optimization
SCAD	Stable coronary artery disease patients
CAD-non HF	CAD without HF
CAD-HF	CAD complicated with HF
MI	Myocardial infarction
UCSF	University of California, San Francisco
HMM	Hidden Markov Model
PTB	public Physiobank
AI-ECG	AI-enhanced ECG
PPV	Positive Predictive Value
NPV	Negative Predictive Value
POS	Part Of Speech
MoCap	Motion Capture
fMRI	functional MRI
GLCM	Gray Level Co-occurrence Matrix
JME	Juvenile Myoclonic Epilepsy
HARDI	High Angular Resolution Diffusion Imaging
NODDI	Neurite Orientation Dispersion and Density Imaging
PNES	psychogenic non-epileptic seizures
IGE	Idiopathic Generalized Epileps
DIndRNN	Dense IndRNN with attentio
IndRNN	Independently improved RNN
TLE	Temporal Lobe Epileps
PDC	Personal demographic and cognitive data
PE	Partial epilepsy
GE	Generalized epilepsy
UE	Unclassified epilepsy
TCGA	The Cancer Genome Atlas
ADNI	Alzheimer’s Disease Neuroimaging initiative
OASIS-3	Open Access Series of Imaging Studies-3
AIBL	Australian Imaging, Biomarker and Lifestyle
SCD	Sunnybrook Cardiac Data
SAFHS	San Antonio Family Heart Study
BUSI	Breast Ultrasound Images
GEO	Gene Expression Omnibus
TLGS	Tehran Lipid and Glucose Study
SCD	Sunnybrook Cardiac Data
ACDC	Automated Cardiac Diagnosis Challenge
DAIC-WOZ	Distress Analysis Interview Corpus-Wizard of OZ
MODMA	Multi-modal Open Dataset for Mental-disorder Analysis